Fabien Ringeval

Orcid: 0000-0002-9213-4529

According to our database1, Fabien Ringeval authored at least 72 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge.
CoRR, 2024

2023
Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization.
CoRR, 2023

LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech.
CoRR, 2023

Evaluating Emotional Nuances in Dialogue Summarization.
CoRR, 2023

REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge.
CoRR, 2023

REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Speaker Identification Enhancement Using Emotional Features.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

A Survey of Evaluation Methods of Generated Medical Textual Reports.
Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022
Cross-domain Voice Activity Detection with Self-Supervised Representations.
CoRR, 2022

Dynamic Time-Alignment of Dimensional Annotations of Emotion using Recurrent Neural Networks.
CoRR, 2022

Effectiveness of French Language Models on Abstractive Dialogue Summarization Task.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Multi-Corpus Affect Recognition with Emotion Embeddings and Self-Supervised Representations of Speech.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021
On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview.
IEEE Signal Process. Mag., 2021

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
CoRR, 2021

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Social Signals and Multimedia: Past, Present, Future.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

<i>LeBenchmark</i>: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021


2019
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge.
Comput. Speech Lang., 2019

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.
CoRR, 2019

From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

AVEC'19: Audio/Visual Emotion Challenge and Workshop.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Context-Aware Voice-Based Interaction in Smart Home - VocADom@A4H Corpus Collection and Empirical Assessment of Its Usefulness.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

2018
Introduction to the Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild.
ACM Trans. Multim. Comput. Commun. Appl., 2018

A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment.
Speech Commun., 2018

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning.
IEEE Access, 2018

Summary for AVEC 2018: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech.
Proceedings of the Interspeech 2018, 2018

Automatic Recognition of Affective Laughter in Spontaneous Dyadic Interactions from Audiovisual Signals.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Towards Conditional Adversarial Training for Predicting Emotions from Speech.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models.
IEEE Trans. Affect. Comput., 2017

Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals.
Image Vis. Comput., 2017

AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

Summary for AVEC 2017: Real-life Depression and Affect Challenge and Workshop.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

End-to-end learning for dimensional emotion recognition from physiological signals.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Prediction-based learning for continuous emotion recognition in speech.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Reconstruction-error-based learning for continuous emotion recognition in speech.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations.
Proceedings of the 2017 International Conference on Digital Health, 2017

2016
AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks.
Proceedings of the Interspeech 2016, 2016

At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech.
Proceedings of the Interspeech 2016, 2016

Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children.
Proceedings of the Interspeech 2016, 2016

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Enhanced semi-supervised learning for multimodal emotion recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015
Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data.
Pattern Recognit. Lett., 2015

AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015

AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Face reading from speech - predicting facial action units from audio cues.
Proceedings of the INTERSPEECH 2015, 2015

Bird sounds classification by large scale acoustic features and extreme learning machine.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load.
Proceedings of the INTERSPEECH 2014, 2014

Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

2013
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism.
Proceedings of the INTERSPEECH 2013, 2013

Computer-Supported Work in Partially Distributed and Co-located Teams: The Influence of Mood Feedback.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

Introducing the RECOLA multimodal corpus of remote collaborative and affective interactions.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

On the Influence of Emotional Feedback on Emotion Awareness and Gaze Behavior.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Novel Metrics of Speech Rhythm for the Assessment of Emotion.
Proceedings of the INTERSPEECH 2012, 2012

2011
Ancrages et modèles dynamiques de la prosodie : application à la reconnaissance des émotions actées et spontanées. (Speech anchor and dynamic models of prosody : application to acted and spontaneous emotion recognition).
PhD thesis, 2011

Automatic Intonation Recognition for the Prosodic Assessment of Language-Impaired Children.
IEEE Trans. Speech Audio Process., 2011

2009
Time-Scale Feature Extractions for Emotional Speech Characterization.
Cogn. Comput., 2009

Maximising Audiovisual Correlation with Automatic Lip Tracking and Vowel Based Segmentation.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

2008
Automatic prosodic disorders analysis for impaired communication children.
Proceedings of the 1st Workshop on Child, Computer and Interaction, 2008

A vowel based approach for acted emotion recognition.
Proceedings of the INTERSPEECH 2008, 2008

2007
Exploiting a Vowel Based Approach for Acted Emotion Recognition.
Proceedings of the Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction, 2007


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